why SKILL.md skillA
why from kinqsradio/orbyn-fullstack-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kinqsradio/orbyn-fullstack-skills/why@git:20261101.8be107bPins git:20261101.8be107b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kinqsradio/orbyn-fullstack-skills
- Path
skills/why/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261101.8be107b, committed Nov 1, 2026
- First version recorded
- Oct 22, 2026
- Size
- 3,699 bytes
- Repository stars
- 4
- License
- MIT
Investigate design rationale, regressions and trade-offs using Git history and relevant authorized records; distinguish documented intent from inference.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Why Follow the consuming project's instructions and requested scope; use the [portable defaults](../orbyn-workflow/references/project-policy.md) only where guidance is missing. ## Method 1. **Anchor the question** in the changed code, symbol or behavior. Treat the user's proposed explanation as a hypothesis. 2. **Locate introducing and corrective commits** with scoped `git log`, `git blame` and diffs. Read the relevant diff and surrounding source, because line attribution alone does not establish intent. 3. **Read linked ADRs, issues, PR discussions and design records** only to answer the current question. Expand to other available authorized records only to resolve a specific gap. Do not search all connected accounts or private chats by default. 4. **Record direct rationale, contrary evidence, plausible alternatives and inference separately.** Code establishes mechanics, not necessarily motivation. A later comment can describe current policy without proving why the original implementation was chosen. …
Read the whole file at its exact version.
How to install
mdr add kinqsradio/orbyn-fullstack-skills/why@sha256:56cf1aef0d624a25The line at the top of this page pins the label git:20261101.8be107b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qg5rudbrni5f7dhu)
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Versions
The registry has recorded 5 versions of this file, between Oct 22, 2026 and Nov 1, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.8be107b latest | 2026-11-01 | 8be107b | 3,699 B | A | view · diff |
| git:20261028.933dd9d | 2026-10-28 | 933dd9d | 3,280 B | A | view · diff |
| git:20261025.251cd2e | 2026-10-25 | 251cd2e | 2,090 B | A | view · diff |
| git:20261024.7876158 | 2026-10-24 | 7876158 | 2,126 B | A | view · diff |
| git:20261022.860e2dc | 2026-10-22 | 860e2dc | 1,867 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3699 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kinqsradio/orbyn-fullstack-skills · 4 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qg5rudbrni5f7dhu GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/why GET https://markdownregistry.com/api/v1/blob/56cf1aef0d624a2568c5f999bdca459a5194ed92f82688e9b65257b505bca6ac
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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